Paper Citation Record · LEDGER

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards

As of 10 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2502.02486.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2502.02486 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T12:06:20.486932Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

39 of 39 outbound references displayed

verified exact5
verified fuzzy7
unresolved27
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b1d9a221-a4bf-4f1e-af70-8fade455437a · outbound

This paper cites Online learning in MDPs with side information.

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards Online learning in MDPs with side information

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-09T12:06:20.854120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b2f45b8d-0ec5-4963-a315-3b175a669495 · outbound

This paper cites an unresolved cited work.

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-09T12:06:20.288875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b57e6b4e-a661-4393-b26b-c9cc6c01c750 · outbound

This paper cites an unresolved cited work.

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-09T12:06:21.234114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6de77f9f-85a0-46e6-b97c-fc32cb7a5c2b · outbound

This paper cites and Catoni, O.

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards and Catoni, O

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:06:21.222744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c2c1025e-23d9-483b-ac7d-0e58dda4df04 · outbound

This paper cites an unresolved cited work.

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-09T12:06:21.210616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2c36c767-46f1-46f2-a959-d25613b4395c · outbound

This paper cites F., Balseiro, S.

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards F., Balseiro, S

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:06:21.198026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 59ee96c3-41c4-4612-a957-ac646f1834e0 · outbound

This paper cites an unresolved cited work.

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-09T12:06:21.184770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b0b273fe-0523-48d1-b57d-e12f843d0f23 · outbound

This paper cites an unresolved cited work.

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-09T12:06:21.170750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7de8728b-8cc2-42d9-9e4f-816e59e6c902 · outbound

This paper cites an unresolved cited work.

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-09T12:06:21.159206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c9bdab7f-89f0-40f7-87c9-dc7094898b17 · outbound

This paper cites an unresolved cited work.

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-09T12:06:21.146250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3e912f57-d7e4-4c8c-afa3-9061dd6b2f73 · outbound

This paper cites an unresolved cited work.

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-09T12:06:21.133627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d04aea70-796e-4773-9686-0efec6ee7d00 · outbound

This paper cites an unresolved cited work.

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-09T12:06:21.118760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0c535ddc-a5a4-47e7-8b2a-fcbb91936a1d · outbound

This paper cites an unresolved cited work.

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-09T12:06:21.105422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9f54c63c-6aa3-4c90-868e-8e70cda9ce92 · outbound

This paper cites I., Morshed, Z., Shankar, A., Arli, D., and Pentecost, R.

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards I., Morshed, Z., Shankar, A., Arli, D., and Pentecost, R

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:06:21.092755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c034341c-f12a-4871-bcc8-3e228f1de5d5 · outbound

This paper cites Improved Regret Analysis for Variance-Adaptive Linear Bandits and Horizon-Free Linear Mixture MDPs.

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards Improved Regret Analysis for Variance-Adaptive Linear Bandits and Horizon-Free Linear Mixture MDPs

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-09T12:06:20.836248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c020fbf2-9808-4c56-a243-ae5296575bf2 · outbound

This paper cites and Sun, Q.

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards and Sun, Q

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:06:21.080495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 341a3287-5289-4259-9d57-0e044c092e2e · outbound

This paper cites and Mendelson, S.

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards and Mendelson, S

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:06:21.067482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ae5bdc00-c717-46fb-bb66-76ba6602dfc3 · outbound

This paper cites an unresolved cited work.

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-09T12:06:21.052190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4fb69c8c-c38a-4f72-9401-2211f25acba7 · outbound

This paper cites an unresolved cited work.

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-09T12:06:21.038877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 15d1be39-2c24-4da7-b2d5-cb6e89fbc349 · outbound

This paper cites Second Order Bounds for Contextual Bandits with Function Approximation.

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards Second Order Bounds for Contextual Bandits with Function Approximation

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-09T12:06:20.819090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 54e81fdd-147c-4178-81e9-80feffdd0ef3 · outbound

This paper cites and Van Roy, B.

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards and Van Roy, B

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:06:21.023815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ec3791c4-e5df-49af-8705-eeb0f54f3f3e · outbound

This paper cites an unresolved cited work.

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-09T12:06:21.009268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 29a0419c-f20e-49b3-aaa1-9b1b6db156f0 · outbound

This paper cites J., Chen, Y., Simchowitz, M., Du, S., and Jamieson, K.

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards J., Chen, Y., Simchowitz, M., Du, S., and Jamieson, K

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:06:20.985432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f1531abe-75f5-45d1-853c-54a06a51e006 · outbound

This paper cites an unresolved cited work.

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-09T12:06:20.400012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7ac19de-ab35-4128-b605-1bb08e839728 · outbound

This paper cites The Central Role of the Loss Function in Reinforcement Learning.

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards The Central Role of the Loss Function in Reinforcement Learning

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-09T12:06:20.404876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e436da6d-d4cb-4263-92f1-287d22690f4f · outbound

This paper cites More Benefits of Being Distributional: Second-Order Bounds for Reinforcement Learning.

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards More Benefits of Being Distributional: Second-Order Bounds for Reinforcement Learning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-09T12:06:20.410377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ed37462-15c2-4d2f-8cb9-1b049606e019 · outbound

This paper cites Model-based RL as a Minimalist Approach to Horizon-Free and Second-Order Bounds.

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards Model-based RL as a Minimalist Approach to Horizon-Free and Second-Order Bounds

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-09T12:06:20.417142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16ad6c04-3058-478a-adbd-26fdba486654 · outbound

This paper cites an unresolved cited work.

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-09T12:06:20.964184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0ece84ef-eaf1-49ed-bb16-12d98a199311 · outbound

This paper cites Nearly Optimal Regret for Stochastic Linear Bandits with Heavy-Tailed Payoffs.

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards Nearly Optimal Regret for Stochastic Linear Bandits with Heavy-Tailed Payoffs

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-08-09T12:06:20.763222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0626df87-5020-44cd-bd9e-b2b1614a23c1 · outbound

This paper cites Towards Robust Model-Based Reinforcement Learning Against Adversarial Corruption.

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards Towards Robust Model-Based Reinforcement Learning Against Adversarial Corruption

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-09T12:06:20.434468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec77caab-5c9f-4390-a1e3-58e13d744745 · outbound

This paper cites an unresolved cited work.

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-09T12:06:20.440710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6aa46686-cbc8-4f83-bc8d-9452a544e64a · outbound

This paper cites an unresolved cited work.

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-09T12:06:20.938143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fc5ef3ee-7a32-4c6c-871b-8e833529be12 · outbound

This paper cites an unresolved cited work.

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-09T12:06:20.922508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bbd8488d-a755-4439-a75f-764ed5f052d2 · outbound

This paper cites an unresolved cited work.

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-09T12:06:20.909191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0d9ce622-ddb8-4814-aca3-8376b7b64f53 · outbound

This paper cites an unresolved cited work.

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-09T12:06:20.894884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a9c2316d-8592-4ce6-8a35-3bfd8612935e · outbound

This paper cites an unresolved cited work.

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-09T12:06:20.472369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ae9286f-423a-4783-9275-fff8d5287511 · outbound

This paper cites an unresolved cited work.

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-09T12:06:20.880942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 25f15fd8-a4a5-4487-9e0b-e86681fd50a7 · outbound

This paper cites Computationally Efficient Horizon-Free Reinforcement Learning for Linear Mixture MDPs.

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards Computationally Efficient Horizon-Free Reinforcement Learning for Linear Mixture MDPs

Reference 38

Resolution: verified exact; local_arxiv, observed 2026-08-09T12:06:20.533550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b39f8a24-8f3d-4d57-b6a1-72101e6dad0e · outbound

This paper cites an unresolved cited work.

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-09T12:06:20.867668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.